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Per Anhalter durch die Gutenberg-Galaxis: Entdeckungen und Ergebnisse aus dem Projekt "Mensch.Maschine.Kultur"

Authors: Neudecker, Clemens; Dumitriu, Irina; Förstel, Ulrike; Gerber, Mike; Labusch, Kai; Lehmann, Jörg; Rezanezhad, Vahid; +2 Authors

Per Anhalter durch die Gutenberg-Galaxis: Entdeckungen und Ergebnisse aus dem Projekt "Mensch.Maschine.Kultur"

Abstract

Das Poster präsentiert die wesentlichen Erkenntnisse und Ergebnisse des Forschungsprojekts Mensch.Maschine.Kultur (MMK) an der Stabi Berlin, welches Verfahren des Maschinellen Lernens (ML) bzw. der Künstlichen Intelligenz (KI) für das kulturelle Erbe entwickelt und implementiert hat. Es werden die vier Teilprojekte zur KI-gestützten Dokument-, Bild- und Inhaltsanalyse sowie der Kuratierung und Bereitstellung zugehöriger Datensätze und Modelle vorgestellt. Die im Projekt entwickelten Methoden und Systeme aus den Bereichen Layoutanalyse, Texterkennung, Erkennung und Verlinkung benannter Entitäten, Bildanalyse und Bildähnlichkeit sowie (semi-)automatische Inhaltserschließung werden thematisiert. Innerhalb von MMK etablierte Standards und Praktiken zur Veröffentlichung der im Kontext dieser Verfahren erstellten und nachnutzbaren Datensätze sowie Modelle werden mit besonderem Fokus auf der Berücksichtigung ethischer, rechtlicher und sozialer Aspekte sowie Transparenz und Nachhaltigkeit aller Ergebnisse behandelt.

Related Organizations
Keywords

Paper, Bilder, Datenpublikation, Daten, Layouterkennung, OCR, Bildähnlichkeit, Künstliche Intelligenz, Metadaten, DHd2026, NER, Forschungsergebnis, Projekte, Poster, Kulturerbe, Maschinelles Lernen, Software

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    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green